Re:Show HN: MLEM – ML model deployment tool
by dmpetrov on Wednesday June 01, 2022 @10:54AM
(#31582677)
It would be helpful to see the difference with MLFlow. The deployment part as well as model registry part.
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Re:Show HN: MLEM – ML model deployment tool
by aguschin on Wednesday June 01, 2022 @11:15AM
(#31583059)
Hi! Thanks for the question! There are a few important differences:
- MLEM automatically extracts the metadata from the model for you. With MLflow, you need to specify ML framework and environment.
- For the Model Registry that you can build in Git with MLEM, you don't need a separate service and Database up, except for GitHub or GitLab.